[datasketches-characterization] branch master updated: updated some results

[al...@apache.org]

This is an automated email from the ASF dual-hosted git repository.

alsay pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/datasketches-characterization.git


The following commit(s) were added to refs/heads/master by this push:
     new a4569ab  updated some results
a4569ab is described below

commit a4569ab294fe2a3670ede3971365fceefdaf994a
Author: AlexanderSaydakov <Al...@users.noreply.github.com>
AuthorDate: Thu Aug 5 23:07:22 2021 -0700

    updated some results
---
 cpp/matlab/theta_sketch_update_time.m              |   6 +-
 cpp/matlab/theta_union_update_time.m               |   6 +-
 .../theta_union_update_time_wrapped_compact.m      |  10 +-
 cpp/matlab/union_update_time_32_sketches.m         |  82 ++-
 ...on_timing_lgk12_32way_compact_trimmed_gcc10.tsv | 367 +++++++++++
 ...ion_timing_lgk12_32way_compact_trimmed_gcc9.tsv | 367 -----------
 ...g_lgk12_32way_compact_trimmed_wrapped_gcc10.tsv | 367 +++++++++++
 .../theta_union_timing_lgk12_32way_update_gcc9.tsv | 351 ----------
 ...on_timing_lgk16_32way_compact_trimmed_gcc10.tsv | 734 ++++++++++-----------
 ...2way_compact_trimmed_with_deserialize_gcc10.tsv | 367 -----------
 ...g_lgk16_32way_compact_trimmed_wrapped_gcc10.tsv | 734 ++++++++++-----------
 cpp/src/theta_union_timing_profile.cpp             |  12 +-
 12 files changed, 1523 insertions(+), 1880 deletions(-)

diff --git a/cpp/matlab/theta_sketch_update_time.m b/cpp/matlab/theta_sketch_update_time.m
index 4956b5f..5ec6b36 100644
--- a/cpp/matlab/theta_sketch_update_time.m
+++ b/cpp/matlab/theta_sketch_update_time.m
@@ -17,22 +17,22 @@
 
 clf;
 theta_12=load('../results/theta_sketch_timing_lgk12_x8_gcc9.tsv');
-theta_12_test=load('../results/theta_sketch_timing_lgk12_x8_gcc9_experimental.tsv');
 tuple_12_double=load('../results/tuple_sketch_timing_double_lgk12_x8_gcc9.tsv');
 aod_12=load('../results/aod_sketch_timing_lgk12_x8_gcc9.tsv');
 aod_12_java=load('../../results/aod_sketch_update_timing_lgk12_x8.tsv');
+#theta_x1_12=load('../results/theta_sketch_timing_lgk12_x1_gcc10.tsv');
 
 hold on;
 
 semilogx(theta_12(:,1), theta_12(:,4), 'linewidth', 2);
-semilogx(theta_12_test(:,1), theta_12_test(:,4), 'linewidth', 2);
 semilogx(tuple_12_double(:,1), tuple_12_double(:,4), 'linewidth', 2);
 semilogx(aod_12(:,1), aod_12(:,4), 'linewidth', 2);
 semilogx(aod_12_java(:,1), aod_12_java(:,3), 'linewidth', 2);
+semilogx(theta_x1_12(:,1), theta_x1_12(:,4), 'linewidth', 2);
 
 set(gca, 'fontsize', 16);
 title 'Update time of Theta sketches'
 xlabel 'number of distinct values'
-legend('Theta lgk=12 x8 gcc9', 'Theta lgk=12 x8 gcc9 experimental', 'Tuple double lgk=12 x8 gcc9', 'AOD lgk=12 x8 gcc9', 'AOD lgk=12 x8 Java', 'location', 'northeast');
+legend('Theta lgk=12 x8 gcc9', 'Tuple double lgk=12 x8 gcc9', 'AOD lgk=12 x8 gcc9', 'AOD lgk=12 x8 Java', 'location', 'northeast');
 ylabel 'update time, ns'
 grid minor on
diff --git a/cpp/matlab/theta_union_update_time.m b/cpp/matlab/theta_union_update_time.m
index 3de62a8..8b83847 100644
--- a/cpp/matlab/theta_union_update_time.m
+++ b/cpp/matlab/theta_union_update_time.m
@@ -17,8 +17,7 @@
 
 clf;
 
-theta_cpp=load('../results/theta_union_timing_lgk12_32way_compact_trimmed_gcc9.tsv');
-theta_cpp_exp=load('../results/theta_union_timing_lgk12_32way_compact_trimmed_gcc9_experimental.tsv');
+theta_cpp=load('../results/theta_union_timing_lgk12_32way_compact_trimmed_gcc10.tsv');
 theta_java=load('../../results/theta_union_update_timing_lgk12_32way.tsv');
 tuple_cpp=load('../results/tuple_union_timing_double_lgk12_32way_compact_trimmed_gcc9.tsv');
 aod_java=load('../../results/aod_union_update_timing_lgk12_32way.tsv');
@@ -27,7 +26,6 @@ aod_cpp=load('../results/aod_union_timing_lgk12_32way_compact_trimmed_gcc9.tsv')
 hold on;
 
 semilogx(theta_cpp(:,1), theta_cpp(:,8), 'linewidth', 2);
-semilogx(theta_cpp_exp(:,1), theta_cpp_exp(:,8), 'linewidth', 2);
 semilogx(theta_java(:,1), theta_java(:,3), 'linewidth', 2);
 semilogx(tuple_cpp(:,1), tuple_cpp(:,8), 'linewidth', 2);
 semilogx(aod_java(:,1), aod_java(:,3), 'linewidth', 2);
@@ -36,6 +34,6 @@ semilogx(aod_cpp(:,1), aod_cpp(:,8), 'linewidth', 2);
 set(gca, 'fontsize', 16);
 title 'Update time of 32-way union'
 xlabel 'number of distinct values'
-legend('Theta lgk=12 compact trimmed gcc9', 'Theta experimental', 'Theta lgk=12 compact trimmed Java', 'Tuple double lgk=12 compact trimmed gcc9', 'AOD compact trimmed Java', 'AOD compact trimmed gcc9', 'location', 'northwest');
+legend('Theta lgk=12 compact trimmed gcc10', 'Theta lgk=12 compact trimmed Java', 'Tuple double lgk=12 compact trimmed gcc9', 'AOD compact trimmed Java', 'AOD compact trimmed gcc9', 'location', 'northwest');
 ylabel 'update time, nanoseconds'
 grid minor on
diff --git a/cpp/matlab/theta_union_update_time_wrapped_compact.m b/cpp/matlab/theta_union_update_time_wrapped_compact.m
index 4f16ed3..0aeedde 100644
--- a/cpp/matlab/theta_union_update_time_wrapped_compact.m
+++ b/cpp/matlab/theta_union_update_time_wrapped_compact.m
@@ -17,14 +17,16 @@
 
 clf;
 
-theta16_no_deser=load('../results/theta_union_timing_lgk16_32way_compact_trimmed_gcc10.tsv');
-theta16_with_deser=load('../results/theta_union_timing_lgk16_32way_compact_trimmed_with_deserialize_gcc10.tsv');
+theta16=load('../results/theta_union_timing_lgk16_32way_compact_trimmed_gcc10.tsv');
 theta16_wrapped=load('../results/theta_union_timing_lgk16_32way_compact_trimmed_wrapped_gcc10.tsv');
 
 hold on;
 
-semilogx(theta16_no_deser(:,1), theta16_no_deser(:,8), 'linewidth', 2);
-semilogx(theta16_with_deser(:,1), theta16_with_deser(:,8), 'linewidth', 2);
+semilogx(theta16(:,1), theta16(:,8), 'linewidth', 2);
+
+# with deserialization time added
+semilogx(theta16(:,1), theta16(:,8) + theta16(:,7), 'linewidth', 2);
+
 semilogx(theta16_wrapped(:,1), theta16_wrapped(:,8), 'linewidth', 2);
 
 set(gca, 'fontsize', 16);
diff --git a/cpp/matlab/union_update_time_32_sketches.m b/cpp/matlab/union_update_time_32_sketches.m
index 48be4e7..def4854 100644
--- a/cpp/matlab/union_update_time_32_sketches.m
+++ b/cpp/matlab/union_update_time_32_sketches.m
@@ -15,48 +15,40 @@
 # specific language governing permissions and limitations
 # under the License.
 
-clf;
-
-#cpc1=load('../results/cpc_union_timing_lgk10_32way_gcc9.tsv');
-cpc2=load('../results/cpc_union_timing_lgk12_32way_gcc9.tsv');
-
-cpc3=load('../../results/cpc_union_update_timing_lgk12_32way.tsv');
-
-hll4_12=load('../results/hll_union_timing_hll4_lgk12_32way_gcc9.tsv');
-#hll8_12=load('../results/hll_union_timing_hll8_lgk12_32way_gcc9.tsv');
-
-hll4_12_java=load('../../results/hll_union_update_timing_hll4_lgk12_32way.tsv');
-#hll8_12_java=load('../../results/hll_union_update_timing_hll8_lgk12_32way.tsv');
-
-theta1=load('../results/theta_union_timing_lgk12_32way_compact_trimmed_gcc9.tsv');
-#theta2=load('../results/theta_union_timing_lgk12_32way_compact_gcc9.tsv');
-#theta3=load('../results/theta_union_timing_lgk12_32way_compact_unordered_gcc9.tsv');
-#theta4=load('../results/theta_union_timing_lgk12_32way_compact_unordered_trimmed_gcc9.tsv');
-
-theta5=load('../../results/theta_union_update_timing_lgk12_32way.tsv');
-
-hold on;
-
-#semilogx(cpc1(:,1), cpc1(:,7), 'linewidth', 2);
-semilogx(cpc2(:,1), cpc2(:,7), 'linewidth', 2);
-semilogx(cpc3(:,1), cpc3(:,3), 'linewidth', 2);
-
-semilogx(hll4_12(:,1), hll4_12(:,7), 'linewidth', 2);
-#semilogx(hll8_12(:,1), hll8_12(:,7), 'linewidth', 2);
-
-semilogx(hll4_12_java(:,1), hll4_12_java(:,3), 'linewidth', 2);
-#semilogx(hll8_12_java(:,1), hll8_12_java(:,3), 'linewidth', 2);
-
-semilogx(theta1(:,1), theta1(:,8), 'linewidth', 2);
-#semilogx(theta2(:,1), theta2(:,6), 'linewidth', 2);
-#semilogx(theta3(:,1), theta3(:,6), 'linewidth', 2);
-#semilogx(theta4(:,1), theta4(:,6), 'linewidth', 2);
-
-semilogx(theta5(:,1), theta5(:,3), 'linewidth', 2);
-
-set(gca, 'fontsize', 16);
-title 'Update time of 32-way union'
-xlabel 'number of distinct values'
-legend('CPC lgk=12 gcc9', 'CPC lgk=12 Java', 'HLL4 lgk=12 gcc9', 'HLL4 lgk=12 Java', 'Theta lgk=12 compact trimmed gcc9', 'Theta lgk=12 compact trimmed Java', 'location', 'northwest');
-ylabel 'update time, nanoseconds'
-grid minor on
+clf;
+
+#cpc1=load('../results/cpc_union_timing_lgk10_32way_gcc9.tsv');
+cpc2=load('../results/cpc_union_timing_lgk12_32way_gcc9.tsv');
+
+cpc3=load('../../results/cpc_union_update_timing_lgk12_32way.tsv');
+
+hll4_12=load('../results/hll_union_timing_hll4_lgk12_32way_gcc9.tsv');
+#hll8_12=load('../results/hll_union_timing_hll8_lgk12_32way_gcc9.tsv');
+
+hll4_12_java=load('../../results/hll_union_update_timing_hll4_lgk12_32way.tsv');
+#hll8_12_java=load('../../results/hll_union_update_timing_hll8_lgk12_32way.tsv');
+
+theta_cpp=load('../results/theta_union_timing_lgk12_32way_compact_trimmed_gcc10.tsv');
+theta_java=load('../../results/theta_union_update_timing_lgk12_32way.tsv');
+
+hold on;
+
+#semilogx(cpc1(:,1), cpc1(:,7), 'linewidth', 2);
+semilogx(cpc2(:,1), cpc2(:,7), 'linewidth', 2);
+semilogx(cpc3(:,1), cpc3(:,3), 'linewidth', 2);
+
+semilogx(hll4_12(:,1), hll4_12(:,7), 'linewidth', 2);
+#semilogx(hll8_12(:,1), hll8_12(:,7), 'linewidth', 2);
+
+semilogx(hll4_12_java(:,1), hll4_12_java(:,3), 'linewidth', 2);
+#semilogx(hll8_12_java(:,1), hll8_12_java(:,3), 'linewidth', 2);
+
+semilogx(theta_cpp(:,1), theta_cpp(:,8), 'linewidth', 2);
+semilogx(theta_java(:,1), theta_java(:,3), 'linewidth', 2);
+
+set(gca, 'fontsize', 16);
+title 'Update time of 32-way union'
+xlabel 'number of distinct values'
+legend('CPC lgk=12 gcc9', 'CPC lgk=12 Java', 'HLL4 lgk=12 gcc9', 'HLL4 lgk=12 Java', 'Theta lgk=12 compact trimmed gcc10', 'Theta lgk=12 compact trimmed Java', 'location', 'northwest');
+ylabel 'update time, nanoseconds'
+grid minor on
diff --git a/cpp/results/theta_union_timing_lgk12_32way_compact_trimmed_gcc10.tsv b/cpp/results/theta_union_timing_lgk12_32way_compact_trimmed_gcc10.tsv
new file mode 100644
index 0000000..9f6685a
--- /dev/null
+++ b/cpp/results/theta_union_timing_lgk12_32way_compact_trimmed_gcc10.tsv
@@ -0,0 +1,367 @@
+1	16384	3942.32	35.2173	4239.32	1938.29	0	129.639	119.385	1
+2	13237	3958.15	22.2105	4336.18	1912.67	0	149.354	134.849	2
+3	11684	3960.97	17.5168	4421.43	1920.4	0	155.854	164.841	3
+4	10694	3927.25	16.2942	4527.31	1938.94	0	164.298	184.402	4
+5	9985	3938.81	14.7421	4687.23	1938.31	0	176.565	198.297	5
+6	9440	3889.62	14.654	4735.38	1928.07	0	187.5	212.818	6
+7	9003	3932.13	12.7735	4842.16	1964.57	0	203.155	244.252	7
+8	8640	3963.54	12.3409	4944.91	1981.25	0	220.139	254.167	8
+9	8333	4028.32	11.8138	5067.92	1987.76	0	232.929	274.571	9
+10	8067	3935.42	11.64	5119	1943.47	0	245.568	282.013	10
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+13	7441	3929.71	10.8029	5415.8	1937.24	0	259.374	363.258	13
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+19	6621	3931.13	10.3339	6100.89	1985.8	0	352.062	512.611	19
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+59	4672	3938.36	9.24005	7976.67	2081.55	0	776.755	1532.32	59
+61	4624	4005.84	9.59002	7884.3	2116.13	0	774.438	1562.07	61
+64	4556	3951.49	9.78449	7936.57	2041.48	0	817.603	1633.89	64
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+245	3015	4042.45	9.48997	11105.8	2118.74	0	2819.24	7802.99	245
+256	2974	4009.08	9.67631	11343.6	2130.8	0	2881.98	8133.83	256
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+332	2745	4029.14	9.62209	13216	2240.8	0	3540.26	10618.2	332
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+431	2534	4072.61	9.70742	14785.7	2170.88	0	4516.18	13838.2	431
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diff --git a/cpp/results/theta_union_timing_lgk12_32way_compact_trimmed_gcc9.tsv b/cpp/results/theta_union_timing_lgk12_32way_compact_trimmed_gcc9.tsv
deleted file mode 100644
index 83c1839..0000000
--- a/cpp/results/theta_union_timing_lgk12_32way_compact_trimmed_gcc9.tsv
+++ /dev/null
@@ -1,367 +0,0 @@
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-861	2048	5654.79	10.9049	30556.2	6149.9	12039.6	13240.2	37547.9	861
-899	2021	5741.71	11.1769	32072.7	5952.5	12015.8	13562.6	39425.5	899
-939	1994	5661.48	11.2168	32479.4	6035.61	11671	13650.5	40942.3	939
-981	1967	5790.54	11.3333	34480.4	6349.26	12165.7	13916.1	42818	981
-1024	1941	5743.43	11.3102	35263.3	6275.63	11895.9	14221.5	44646.6	1024
-1069	1916	5777.66	11.4139	36639.4	6375.78	12021.9	14434.2	46734.3	1069
-1117	1890	5998.41	11.7899	39254.5	6326.98	12217.5	15109.5	49957.7	1117
-1166	1865	5842.36	11.6192	40352.3	6455.23	12453.6	15085.3	51140.5	1166
-1218	1840	5790.76	11.7165	41595.7	6400	11636.4	15295.1	53190.2	1218
-1272	1816	5769.82	11.7583	42682.3	6485.68	11587.6	15427.3	55318.8	1272
-1328	1792	5752.23	11.9482	44376.1	6501.67	11623.9	15854.4	57667.4	1328
-1387	1768	5679.3	11.979	45919.1	6484.16	11903.3	16126.7	59938.3	1387
-1448	1745	5663.61	12.1618	47920.9	6517.48	12160.5	16560.5	62757	1448
-1512	1722	5805.46	12.3418	50272.4	6522.65	12263.1	17174.8	66290.4	1512
-1579	1699	5778.69	12.5034	51998.2	6543.85	12049.4	17408.5	68901.1	1579
-1649	1676	5788.19	12.6167	53798.9	6712.41	12128.3	17679.6	71784	1649
-1722	1654	5734.58	12.7256	55739.4	6626.96	11726.7	18168.7	74855.5	1722
-1798	1632	6132.35	13.3724	59892.8	6764.71	12395.8	19177.1	79996.9	1798
-1878	1611	6202.36	13.9324	63996.3	6998.76	12927.4	20225.9	86283.7	1878
-1961	1589	6289.49	13.8885	64785.4	6443.05	12063.6	20645.7	88891.8	1961
-2048	1568	5873.09	13.6797	64881.4	7225.77	12133.3	20558.7	90169	2048
-2139	1547	8471.88	27.651	87232.7	7828.7	12211.4	21419.5	93942.5	2139
-2233	1527	8405.37	26.9873	90002.6	7815.32	11812.7	22244.9	98822.5	2233
-2332	1507	8309.22	26.0446	92612.5	7824.15	12121.4	22806.9	102186	2332
-2435	1487	8546.07	25.8288	97482.2	7806.32	12061.2	23776.1	108587	2435
-2543	1467	8515.34	24.9497	100147	7931.15	11983.6	24531	112645	2543
-2656	1448	8550.41	24.4136	102635	7970.3	12217.5	25446.8	118082	2656
-2774	1428	8705.18	24.1695	109042	8002.1	12462.9	26866.9	124802	2774
-2896	1410	8924.11	23.9136	113192	8119.86	12763.8	28264.5	132090	2896
-3025	1391	9142.34	24.0638	121707	8243.71	12881.4	30132.3	141279	3025
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-3298	1354	8841.95	22.1617	124549	8136.63	12042.1	31954.2	149345	3298
-3444	1336	8836.08	21.772	129991	7985.78	11738.8	33455.1	156765	3444
-3597	1319	8633.81	21.2505	135093	8025.78	12253.2	34837.8	161803	3597
-3756	1301	8515.76	20.5824	138440	7562.64	11482.7	36496.5	168354	3756
-3922	1284	8723.52	20.3984	145526	7840.34	12267.9	39002.3	176586	3922
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-4467	1234	8830.63	19.9201	164122	10846	10473.3	46810.4	197913	4096
-4664	1217	8790.47	19.2289	167928	10645	10498.8	48883.3	197175	4096
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-5547	1154	8610.05	18.0738	198218	10874.4	10002.6	61941.9	201289	4096
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-6597	1094	8867.46	17.3774	236219	11628.9	10887.6	79883	204610	4096
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-7845	1037	9194.79	17.102	286085	12353.9	11273.9	194346	192574	4096
-8192	1024	9111.33	16.8505	296993	16166	11539.1	194988	193577	4096
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diff --git a/cpp/results/theta_union_timing_lgk12_32way_compact_trimmed_wrapped_gcc10.tsv b/cpp/results/theta_union_timing_lgk12_32way_compact_trimmed_wrapped_gcc10.tsv
new file mode 100644
index 0000000..5af1e90
--- /dev/null
+++ b/cpp/results/theta_union_timing_lgk12_32way_compact_trimmed_wrapped_gcc10.tsv
@@ -0,0 +1,367 @@
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diff --git a/cpp/results/theta_union_timing_lgk12_32way_update_gcc9.tsv b/cpp/results/theta_union_timing_lgk12_32way_update_gcc9.tsv
deleted file mode 100644
index 1908527..0000000
--- a/cpp/results/theta_union_timing_lgk12_32way_update_gcc9.tsv
+++ /dev/null
@@ -1,351 +0,0 @@
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-202141	123	99178.9	26.8631	1.94965e+06	201122	4096
-211090	121	101066	27.3511	1.88051e+06	201306	4096
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-230195	117	101256	28.3889	1.71257e+06	205846	4096
-240387	115	98887	28.9205	1.62184e+06	205087	4096
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-273750	109	102156	38.9913	2.09053e+06	207064	4096
-285870	107	98102.8	38.1379	2.08112e+06	206748	4096
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-311744	103	101816	37.3177	2.05295e+06	207796	4096
-325546	102	100314	36.7507	2.00102e+06	204686	4096
-339959	100	102710	36.3089	2.04317e+06	197150	4096
-355010	98	102592	35.8934	1.99884e+06	191755	4096
-370728	97	104010	35.6742	1.95388e+06	199464	4096
-387141	95	98473.7	34.997	1.86325e+06	196968	4096
-404281	93	105312	34.8793	1.80816e+06	201946	4096
-422180	92	104109	34.5281	1.72471e+06	201750	4096
-440872	90	104678	34.3239	1.61902e+06	202922	4096
-460391	88	108795	37.2257	1.79833e+06	207068	4096
-480774	87	109943	39.4394	2.06713e+06	205287	4096
-502060	85	114447	38.6558	2.09541e+06	209471	4096
-524288	84	108595	37.6187	2.07742e+06	208369	4096
-547500	82	109378	36.7769	2.07307e+06	209146	4096
-571740	81	111457	35.7951	2.04454e+06	206741	4096
-597053	80	109575	34.9272	2.0301e+06	207188	4096
-623487	78	107397	34.2173	2.01913e+06	200205	4096
-651091	77	104571	33.355	2.01778e+06	191662	4096
-679917	76	105132	32.6226	1.98753e+06	193974	4096
-710020	74	107770	31.9206	1.90032e+06	197297	4096
-741455	73	105877	31.1951	1.83467e+06	200945	4096
-774282	72	113403	30.9808	1.77697e+06	202889	4096
-808563	71	110000	30.1728	1.69693e+06	201901	4096
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-881744	68	116662	32.3736	2.04415e+06	208147	4096
-920782	67	113552	31.66	2.07455e+06	206478	4096
-961548	66	112712	30.7498	2.07544e+06	207939	4096
-1004120	65	107415	29.7917	2.07322e+06	209723	4096
-1048576	64	112641	29.1353	2.05522e+06	206344	4096
-1095000	62	112500	28.4763	2.0364e+06	205419	4096
-1143480	61	110131	27.6347	2.00346e+06	204426	4096
-1194106	60	114867	27.4772	2.04683e+06	195850	4096
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-1302182	58	109810	25.7709	1.93947e+06	195586	4096
-1359835	57	111965	25.1423	1.8573e+06	197825	4096
-1420040	56	113304	24.7546	1.79025e+06	198929	4096
-1482910	55	114255	24.2891	1.74771e+06	205218	4096
-1548564	54	115296	23.7602	1.65163e+06	207019	4096
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-1688722	52	112885	24.3898	2.05467e+06	204058	4096
-1763488	51	111902	23.6713	2.05012e+06	204804	4096
-1841564	51	115118	23.0425	2.0851e+06	207647	4096
-1923097	50	115100	22.6237	2.1013e+06	210100	4096
-2008240	49	114367	22.004	2.07451e+06	207755	4096
-2097152	48	116292	21.4443	2.03965e+06	207292	4096
-2190001	47	111085	20.9489	2.03872e+06	201064	4096
-2286960	46	114696	20.4798	2.03628e+06	195717	4096
-2388213	46	117543	20.054	1.97337e+06	196848	4096
-2493948	45	116356	19.6558	1.90418e+06	197622	4096
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-2719670	43	116860	18.6861	1.77423e+06	201419	4096
-2840080	42	118810	18.4086	1.69964e+06	202571	4096
-2965821	42	117429	18.127	1.64229e+06	208262	4096
-3097129	41	116439	18.5073	1.99929e+06	207366	4096
-3234251	40	115400	18.1473	2.05425e+06	203675	4096
-3377443	40	116475	17.685	2.07488e+06	207475	4096
-3526975	39	121897	17.3734	2.11438e+06	212436	4096
-3683128	38	125474	16.9826	2.07134e+06	210711	4096
-3846194	38	122605	16.569	2.05608e+06	207184	4096
-4016479	37	121676	16.2757	2.03362e+06	208054	4096
-4194304	36	122472	15.9608	2.03839e+06	196056	4096
-4380002	36	119972	15.561	2.00575e+06	194278	4096
-4573921	35	124314	15.3153	1.9344e+06	193571	4096
-4776426	34	123324	14.9809	1.88088e+06	200706	4096
-4987896	34	125588	14.6675	1.82647e+06	198853	4096
-5208729	33	131636	14.6035	1.75148e+06	206273	4096
-5439339	33	122576	14.1683	1.65894e+06	204394	4096
-5680159	32	128375	14.2214	1.80412e+06	206188	4096
-5931642	31	120419	14.1534	2.05345e+06	204548	4096
-6194258	31	124613	13.8998	2.08145e+06	205935	4096
-6468501	30	124267	13.6645	2.09133e+06	206967	4096
-6754886	30	124267	13.353	2.07787e+06	206200	4096
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-9552851	26	125423	11.6688	1.74331e+06	198115	4096
-9975792	25	126680	11.5082	1.6898e+06	203440	4096
-10417458	25	128120	11.4218	1.68412e+06	203920	4096
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diff --git a/cpp/results/theta_union_timing_lgk16_32way_compact_trimmed_gcc10.tsv b/cpp/results/theta_union_timing_lgk16_32way_compact_trimmed_gcc10.tsv
index 53e55e6..ffb176b 100644
--- a/cpp/results/theta_union_timing_lgk16_32way_compact_trimmed_gcc10.tsv
+++ b/cpp/results/theta_union_timing_lgk16_32way_compact_trimmed_gcc10.tsv
@@ -1,367 +1,367 @@
-1	16384	4857.18	31.1279	2649.48	1966.49	0	124.695	78.3081	1
-2	13237	4711.26	20.5862	2672.96	1906.25	0	135.529	96.0943	2
-3	11684	4664.41	17.6309	2742.47	1911.67	0	149.521	119.223	3
-4	10694	4743.31	15.0318	2875.26	1943.05	0	160.37	144.099	4
-5	9985	4765.75	14.2013	2961.94	1947.42	0	170.255	152.429	5
-6	9440	4625.85	12.7648	3031.46	1915.47	0	190.36	175.424	6
-7	9003	4732.87	12.7894	3166.06	1953.24	0	207.264	204.932	7
-8	8640	4815.51	12.2251	3371.3	1967.36	0	224.074	221.528	8
-9	8333	4721.35	12.0271	3356.41	1949.6	0	244.69	236.289	9
-10	8067	4772.9	11.1814	3456.92	1961.32	0	251.271	249.411	10
-11	7834	4702.45	11.0822	3477.28	1960.56	0	259.382	261.808	11
-12	7627	4633.15	10.6311	3571.26	1976.4	0	289.236	268.126	12
-13	7441	4783.36	11.6816	3771.4	2021.91	0	290.821	311.248	13
-14	7273	4679.5	11.6772	3770.8	1976.76	0	308.813	325.175	14
-15	7121	4667.6	10.1952	3852.55	1982.31	0	317.231	343.912	15
-16	6981	4623.98	11.4597	3974.36	1999.57	0	336.341	363.845	16
-17	6852	4640.83	9.9842	4049.33	1978.55	0	656.305	506.859	17
-18	6732	4762.63	10.6787	4253.27	2007.28	0	677.065	537.285	18
-19	6621	4742.64	10.3975	4256	1966.92	0	673.916	590.243	19
-20	6517	4836.43	10.4112	4441.31	2044.96	0	715.513	620.377	20
-21	6420	4726.48	10.7106	4472.59	1991.59	0	684.424	625.545	21
-22	6329	4815.93	10.3923	4643.39	2014.38	0	700.427	647.812	22
-23	6243	4735.06	10.5788	4666.35	2030.27	0	718.084	682.524	23
-24	6162	4647.03	10.366	4740.67	1974.68	0	732.392	702.207	24
-25	6085	4766.8	9.72884	4849.14	2000.16	0	763.846	706.82	25
-26	6012	4787.43	10.0504	4935.8	2013.14	0	772.621	768.463	26
-27	5942	4778.02	9.82335	5049.48	1988.72	0	768.26	772.635	27
-28	5876	4802.08	10.2353	5106.02	1986.73	0	765.827	815.351	28
-29	5813	4738.17	9.93611	5200.41	2011.53	0	771.891	846.035	29
-31	5695	4696.58	9.77088	5335.21	2006.85	0	812.291	877.261	31
-32	5640	4675	9.88475	5511.7	2035.46	0	825.532	896.277	32
-33	5587	4946.66	10.2294	5770.18	2173.98	0	858.063	967.245	33
-35	5486	4750.82	9.4943	5583.12	2049.22	0	836.493	1002.73	35
-36	5439	4788.2	9.70358	5700.86	2057.18	0	871.668	1022.43	36
-38	5349	4709.48	9.74604	5556.74	2020.19	0	870.817	1084.13	38
-40	5265	4708.26	9.8623	5626.21	2037.23	0	884.71	1151.95	40
-41	5226	4731.73	9.67489	5698.43	2032.15	0	904.707	1165.33	41
-43	5150	4773.4	10.2461	5814.56	2083.88	0	935.728	1235.34	43
-45	5078	4793.23	9.85077	5791.65	2070.11	0	915.912	1279.44	45
-47	5011	4741.37	9.70631	5720.02	2082.62	0	923.169	1335.46	47
-49	4947	4654.74	9.4512	5724.68	2101.27	0	933.899	1368.71	49
-52	4857	4722.26	9.653	5878.73	2073.71	0	978.588	1449.25	52
-54	4801	4692.98	9.53119	5895.23	2061.65	0	977.088	1529.06	54
-56	4748	4703.03	9.51528	5910.49	2090.56	0	984.836	1564.87	56
-59	4672	4721.53	10.615	6146.62	2135.49	0	1049.87	1705.05	59
-61	4624	4921.5	9.42694	6148.79	2104.89	0	1020.76	1719.94	61
-64	4556	4720.15	9.85308	5958.74	2072.21	0	1028.53	1793.46	64
-67	4493	4706.21	9.67342	6144	2092.81	0	1073	1869.57	67
-70	4432	4739.17	9.81498	6185.69	2086.64	0	1120.26	2003.61	70
-73	4376	4684.19	9.90772	6372.26	2083.18	0	1177.1	2067.41	73
-76	4322	4726.98	9.6751	6465.76	2089.08	0	1184.87	2131.42	76
-79	4271	4685.79	9.86636	6546.94	2052.45	0	1202.76	2185.44	79
-83	4206	4711.84	9.77662	6441.51	2094.63	0	1270.33	2336.9	83
-87	4146	4727.69	9.61181	6474.92	2078.15	0	1286.06	2395.56	87
-91	4089	4834.68	10.0645	6598.92	2205.67	0	1293.71	2551.72	91
-95	4035	4723.42	9.95761	6484.76	2081.78	0	1336.06	2611.9	95
-99	3984	4640.31	10.0554	6669.68	2012.3	0	1365.46	2808.48	99
-103	3936	4661.84	9.79507	6655.49	2024.14	0	1427.85	2856.2	103
-108	3879	4902.81	10.2212	7207.53	2147.98	0	1604.28	3100.54	108
-112	3836	4710.38	9.90382	6978.36	2087.07	0	1580.81	3162.93	112
-117	3784	4651.96	9.89998	6910.68	2041.49	0	1633.99	3242.6	117
-123	3727	4677.49	9.87302	7040.78	2040.78	0	1676.15	3382.08	123
-128	3681	4668.3	9.85423	7104.86	2062.21	0	1688.13	3535.45	128
-134	3630	4713.22	9.9338	7474.1	2225.62	0	3258.13	4630.85	134
-140	3581	4721.87	10.071	7660.71	2251.61	0	3215.86	4797.54	140
-146	3535	4753.61	10.1994	7922.77	2257.14	0	3346.53	5079.77	146
-152	3492	4687	10.3017	7813.57	2252.86	0	3260.88	5201.6	152
-159	3444	4607.72	10.0147	7828.11	2211.09	0	3277.87	5434.67	159
-166	3398	4878.46	10.2523	8070.92	2194.23	0	3442.91	5763.1	166
-173	3355	5559.46	11.5521	9298.66	2430.4	0	3868.85	6580.33	173
-181	3309	4943.79	10.9562	8682.99	2268.96	0	3699.91	6510.12	181
-189	3265	4841.65	10.548	8353.45	2229.4	0	3520.06	6484.53	189
-197	3224	4827.85	10.2735	8799.94	2319.17	0	3512.72	6670.6	197
-206	3180	4855.35	10.4949	9030.5	2313.21	0	3619.5	7001.57	206
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-235	3053	4992.47	11.1491	9541.76	2281.04	0	3851.62	8281.36	235
-245	3015	5152.9	11.9213	10227.2	2417.91	0	4164.84	8864.34	245
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-267	2936	5220.03	11.5038	10996.9	2389.99	0	4325.61	9809.26	267
-279	2896	5063.88	11.4767	10939.9	2345.3	0	4294.54	9998.27	279
-292	2856	5190.83	11.9839	11046.9	2496.5	0	4453.43	10820.4	292
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-395	2602	4826.29	11.9956	12778.2	2282.86	0	4795.93	13585.7	395
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diff --git a/cpp/results/theta_union_timing_lgk16_32way_compact_trimmed_with_deserialize_gcc10.tsv b/cpp/results/theta_union_timing_lgk16_32way_compact_trimmed_with_deserialize_gcc10.tsv
deleted file mode 100644
index ba32190..0000000
--- a/cpp/results/theta_union_timing_lgk16_32way_compact_trimmed_with_deserialize_gcc10.tsv
+++ /dev/null
@@ -1,367 +0,0 @@
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-20834917	91	511396	55.8276	1.67914e+08	8.66567e+06	0	1.5446e+07	3.4413e+06	65536
-21757357	90	403111	54.3082	1.68385e+08	9.074e+06	0	1.54348e+07	3.39647e+06	65536
-22720638	89	296663	53.1725	1.6818e+08	8.08135e+06	0	1.52461e+07	3.40363e+06	65536
-23726566	88	343239	51.9657	1.69067e+08	8.38201e+06	0	1.54868e+07	3.42834e+06	65536
-24777031	86	384105	51.0167	1.68858e+08	8.3282e+06	0	1.55799e+07	3.39271e+06	65536
-25874004	85	372529	50.7702	1.63291e+08	9.86965e+06	0	1.54927e+07	3.42042e+06	65536
-27019544	84	398429	50.6839	1.58555e+08	8.26449e+06	0	1.51045e+07	3.42401e+06	65536
-28215802	83	503349	49.1136	1.60638e+08	8.53929e+06	0	1.53134e+07	3.42554e+06	65536
-29465022	82	351293	47.8994	1.61724e+08	8.66627e+06	0	1.5356e+07	3.45041e+06	65536
-30769550	81	336864	46.5445	1.63313e+08	8.0562e+06	0	1.52149e+07	3.41926e+06	65536
-32131834	80	473150	45.4203	1.66834e+08	9.15436e+06	0	1.59073e+07	3.49428e+06	65536
-33554432	79	437241	44.0086	1.64717e+08	8.83977e+06	0	1.52362e+07	3.42122e+06	65536
-35040014	78	359859	42.9941	1.64763e+08	9.05259e+06	0	1.53239e+07	3.40036e+06	65536
-36591368	77	421169	42.1118	1.65919e+08	8.84756e+06	0	1.57593e+07	3.45606e+06	65536
-38211406	76	303474	40.7117	1.64851e+08	7.91895e+06	0	1.54233e+07	3.38005e+06	65536
-39903169	75	237227	39.7788	1.65453e+08	1.0092e+07	0	1.57259e+07	3.44141e+06	65536
-41669834	74	228770	38.7863	1.64014e+08	8.26014e+06	0	1.52104e+07	3.38076e+06	65536
-43514715	73	278288	37.8359	1.64841e+08	7.56953e+06	0	1.52004e+07	3.40974e+06	65536
-45441276	72	132264	36.8365	1.63853e+08	7.21918e+06	0	1.51318e+07	3.40446e+06	65536
-47453133	71	199000	36.2257	1.645e+08	6.1942e+06	0	1.51791e+07	3.40485e+06	65536
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-54039088	68	342176	34.3455	1.58714e+08	8.72351e+06	0	1.52147e+07	3.42607e+06	65536
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-61539100	65	293662	23.4564	1.51275e+08	8.32323e+06	0	1.48757e+07	3.37445e+06	65536
-64263668	64	239641	24.0136	1.5346e+08	9.76886e+06	0	1.50018e+07	3.38042e+06	65536
-67108864	64	303125	29.831	1.60257e+08	8.43317e+06	0	1.55593e+07	3.41992e+06	65536
diff --git a/cpp/results/theta_union_timing_lgk16_32way_compact_trimmed_wrapped_gcc10.tsv b/cpp/results/theta_union_timing_lgk16_32way_compact_trimmed_wrapped_gcc10.tsv
index 3c97d12..72a58b1 100644
--- a/cpp/results/theta_union_timing_lgk16_32way_compact_trimmed_wrapped_gcc10.tsv
+++ b/cpp/results/theta_union_timing_lgk16_32way_compact_trimmed_wrapped_gcc10.tsv
@@ -1,367 +1,367 @@
-1	16384	4773.01	37.0483	2622.38	1955.99	0	434.387	83.4351	1
-2	13237	4747.3	21.3795	2695.32	1925.81	0	435.219	92.8458	2
-3	11684	4934.44	17.1745	2883.69	1976.55	0	460.972	142.075	3
-4	10694	4734.62	15.9201	2861.89	1962.41	0	443.146	135.31	4
-5	9985	4641.16	14.0811	2947.02	1934.7	0	459.99	174.161	5
-6	9440	4761.23	14.7069	3068.86	1984.64	0	490.254	190.36	6
-7	9003	4713.43	13.075	3093.64	1945.35	0	496.168	194.824	7
-8	8640	4753.36	13.1655	3249.19	1958.8	0	510.995	215.856	8
-9	8333	4780.51	12.4538	3351.13	1985.84	0	528.621	238.45	9
-10	8067	4771.41	12.2598	3428.29	1963.8	0	528.821	271.476	10
-11	7834	4818.48	12.6604	3541.74	1986.21	0	548.762	291.55	11
-12	7627	4718.24	10.6966	3561.3	1971.94	0	544.382	310.476	12
-13	7441	4744.93	11.0407	3704.34	1967.21	0	569.144	310.711	13
-14	7273	4700.67	10.9898	3751	1957.93	0	581.328	334.662	14
-15	7121	4668.31	10.4105	3833.31	1956.19	0	602.724	348.406	15
-16	6981	4649.62	10.9136	3911.62	1950.87	0	608.079	358.115	16
-17	6852	4719.06	10.8599	4027.44	1998.98	0	923.818	526.999	17
-18	6732	4785.95	11.1903	4149.73	1980.84	0	914.884	569.667	18
-19	6621	4750.94	11.2481	4207.97	1989.28	0	919.045	586.467	19
-20	6517	4638.94	10.1043	4256.41	1971.15	0	944.3	595.059	20
-21	6420	4783.96	9.96143	4377.88	1994.55	0	945.95	635.358	21
-22	6329	4717.96	10.6652	4416.81	1961.13	0	942.171	656.66	22
-23	6243	4673.07	10.5858	4528.43	1971.17	0	968.445	678.84	23
-24	6162	4701.4	10.988	4608.24	2001.62	0	980.526	719.572	24
-25	6085	4717.5	10.3796	4708.13	1998.85	0	1008.38	728.841	25
-26	6012	4687.96	9.8329	4800.07	1982.04	0	1003.33	752.495	26
-27	5942	4815.55	9.77972	4930.49	2020.2	0	1008.58	804.78	27
-28	5876	4740.3	10.0955	5002.55	1983.32	0	1006.13	835.602	28
-29	5813	4745.4	9.83527	5075.86	2002.06	0	1036.99	861.861	29
-31	5695	4667.25	10.326	5159.96	1972.43	0	1023	896.927	31
-32	5640	4799.65	10.4444	5406.38	2033.87	0	1091.49	979.433	32
-33	5587	4754.07	10.5982	5340.79	2070.88	0	1080.72	984.607	33
-35	5486	4769.96	10.338	5422.89	2072.37	0	1090.96	1036.27	35
-36	5439	4640.93	10.1479	5362.02	2043.02	0	1082.92	1040.26	36
-38	5349	4709.48	10.1249	5448.12	2033.28	0	1091.23	1103.2	38
-40	5265	4932.38	10.5793	5725.36	2116.05	0	1172.84	1212.16	40
-41	5226	4719.1	11.2244	5550.9	2100.84	0	1126.67	1210.68	41
-43	5150	4683.11	9.63197	5568.74	2046.99	0	1124.27	1209.32	43
-45	5078	4736.12	9.9383	5585.66	2053.17	0	1158.92	1290.47	45
-47	5011	4691.28	10.1351	5611.45	2077.63	0	1162.04	1379.76	47
-49	4947	4715.59	10.0288	5676.77	2079.85	0	1203.15	1416.41	49
-52	4857	4654.31	9.92224	5672.43	2054.35	0	1204.45	1474.16	52
-54	4801	5014.37	10.5495	6105.39	2218.5	0	1289.31	1700.27	54
-56	4748	5000.84	10.5796	6151.22	2232.73	0	1286.02	1717.78	56
-59	4672	4742.51	10.3284	5942.64	2120.51	0	1248.07	1719.61	59
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-64	4556	4686.57	9.7742	5829.02	2030.07	0	1267.78	1795.87	64
-67	4493	4665.26	10.0422	6048.52	2062.99	0	1283.33	1869.57	67
-70	4432	4687.95	9.93424	6172.38	2065.43	0	1363.04	1990.07	70
-73	4376	4797.3	9.97658	6199.95	2081.35	0	1372.71	2095.75	73
-76	4322	4697.13	9.9491	6241.79	2069.64	0	1360.71	2175.15	76
-79	4271	4722.55	9.896	6333.41	2057.13	0	1380.47	2229.45	79
-83	4206	4701.85	10.2006	6403	2080.12	0	1478.13	2361.39	83
-87	4146	4794.98	9.93341	6364.21	2121.8	0	1483.12	2456.1	87
-91	4089	4906.33	10.7364	6721.94	2167.28	0	1582.05	2639.52	91
-95	4035	4687.48	10.1507	6462.95	2084.01	0	1542.75	2631.97	95
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-112	3836	4661.11	10.0109	6782.59	2033.37	0	1715.07	3090.72	112
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-128	3681	4637.87	10.2002	7010.32	2041.29	0	1855.2	3553.38	128
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-267	2936	4747.28	10.9591	10009.9	2224.11	0	3966.62	9159.06	267
-279	2896	4768.3	11.1116	10200.3	2223.41	0	4064.23	9565.95	279
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-332	2745	4849.54	11.6213	11248.1	2305.28	0	4365.76	11375.6	332
-347	2708	4823.49	11.7349	11371.5	2370.38	0	4473.78	11817.9	347
-362	2673	4738.12	11.8093	11366.6	2146.28	0	4520.01	12420.9	362
-378	2638	4747.92	12.0111	11566.7	2169.45	0	4597.42	13010.6	378
-395	2602	4854.34	12.0929	12347.4	2271.71	0	4666.03	13545.7	395
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-431	2534	4717.84	12.3874	12515.4	2141.67	0	4874.11	14757.3	431
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-583	2309	5401.47	28.7673	21314	2355.13	0	5932.87	20515.4	583
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-693	2189	5332.12	25.8132	24010.5	2290.09	0	6634.54	24136.6	693
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-16065917	99	302788	64.3293	1.61974e+08	8.02964e+06	0	1.31278e+07	3.44881e+06	65536
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-18295684	95	408484	59.6294	1.65027e+08	8.27887e+06	0	1.31736e+07	3.43935e+06	65536
-19105703	94	313415	58.0147	1.66238e+08	8.66323e+06	0	1.31574e+07	3.45466e+06	65536
-19951585	92	393511	56.5989	1.64251e+08	7.21573e+06	0	1.30544e+07	3.46141e+06	65536
-20834917	91	345989	55.3849	1.66046e+08	8.04984e+06	0	1.31561e+07	3.45114e+06	65536
-21757357	90	409233	54.0947	1.65867e+08	7.7681e+06	0	1.31994e+07	3.47809e+06	65536
-22720638	89	306337	52.8064	1.66033e+08	8.11874e+06	0	1.31202e+07	3.43385e+06	65536
-23726566	88	280375	51.7807	1.6715e+08	8.02685e+06	0	1.31055e+07	3.45718e+06	65536
-24777031	86	474616	50.6436	1.67382e+08	7.21092e+06	0	1.31174e+07	3.44729e+06	65536
-25874004	85	240988	50.7057	1.60546e+08	8.37952e+06	0	1.32107e+07	3.47521e+06	65536
-27019544	84	324131	50.3678	1.55788e+08	8.05629e+06	0	1.31009e+07	3.44373e+06	65536
-28215802	83	372084	48.832	1.58183e+08	7.64545e+06	0	1.31059e+07	3.47542e+06	65536
-29465022	82	175427	47.598	1.59405e+08	8.42659e+06	0	1.30711e+07	3.45529e+06	65536
-30769550	81	331160	46.228	1.60964e+08	8.41474e+06	0	1.30009e+07	3.43851e+06	65536
-32131834	80	287000	45.0126	1.61134e+08	7.81075e+06	0	1.30157e+07	3.4522e+06	65536
-33554432	79	309076	43.8343	1.62067e+08	8.2451e+06	0	1.32514e+07	3.51025e+06	65536
-35040014	78	356936	42.7031	1.62472e+08	8.48188e+06	0	1.29879e+07	3.43221e+06	65536
-36591368	77	268169	41.5522	1.62072e+08	8.12977e+06	0	1.30681e+07	3.44413e+06	65536
-38211406	76	391803	40.5394	1.62409e+08	7.57668e+06	0	1.30107e+07	3.46237e+06	65536
-39903169	75	288187	39.585	1.63356e+08	8.56505e+06	0	1.32501e+07	3.45728e+06	65536
-41669834	74	274108	38.6389	1.6359e+08	9.36588e+06	0	1.30528e+07	3.43984e+06	65536
-43514715	73	334342	37.7127	1.63852e+08	8.51036e+06	0	1.3168e+07	3.44934e+06	65536
-45441276	72	342333	36.8985	1.64874e+08	8.47194e+06	0	1.32612e+07	3.51806e+06	65536
-47453133	71	366268	36.1642	1.66724e+08	8.41813e+06	0	1.30864e+07	3.44452e+06	65536
-49554062	70	288071	36.376	1.52241e+08	8.47329e+06	0	1.30367e+07	3.43859e+06	65536
-51748008	69	357333	35.2781	1.55154e+08	7.03365e+06	0	1.29636e+07	3.45251e+06	65536
-54039088	68	411456	34.2435	1.56846e+08	8.68301e+06	0	1.30243e+07	3.47134e+06	65536
-56431603	67	350881	33.2974	1.58021e+08	8.12599e+06	0	1.31072e+07	3.44513e+06	65536
-58930044	66	428439	32.3171	1.58312e+08	7.47277e+06	0	1.3186e+07	3.45347e+06	65536
-61539100	65	196262	31.5066	1.58961e+08	9.22997e+06	0	1.30658e+07	3.41288e+06	65536
-64263668	64	213531	30.5765	1.58798e+08	8.6387e+06	0	1.30078e+07	3.46245e+06	65536
-67108864	64	500469	29.9411	1.59439e+08	6.70756e+06	0	1.31881e+07	3.48762e+06	65536
+1	16384	5144.84	36.8652	2818.42	2093.81	2208.01	570.129	97.3511	1
+2	13237	4785.22	19.7552	2721.39	1953.16	2129.86	538.113	115.358	2
+3	11684	4886.94	15.748	2894.47	1995.64	2235.62	550.154	143.444	3
+4	10694	4666.26	15.5227	2843.93	1919.21	2258.28	562.184	142.136	4
+5	9985	4564.85	14.1012	2896.14	1891.64	2312.97	562.944	143.315	5
+6	9440	4571.29	13.2592	3009.22	1901.69	2398.09	591.737	163.347	6
+7	9003	4703.21	11.7262	3095.52	1902.25	2474.95	597.912	181.384	7
+8	8640	4638.31	12.1962	3181.94	1907.99	2567.01	594.907	232.986	8
+9	8333	4677.79	11.8671	3297.73	1920.44	2649.11	613.825	243.85	9
+10	8067	4656.63	11.045	3392.84	1928.1	2740.92	630.594	258.708	10
+11	7834	4737.43	10.0494	3465.15	1915.24	2841.33	660.582	268.19	11
+12	7627	4663.69	11.1774	3538.09	1943.1	2894.45	650.321	288.842	12
+13	7441	4623.17	10.3481	3627.07	1926.35	2971.64	670.474	304.932	13
+14	7273	4625.19	10.5282	3676.75	1935.51	3063.8	678.95	324.213	14
+15	7121	4768.57	10.9254	3890.18	1975.42	3236.76	710.434	346.581	15
+16	6981	4678.13	10.2958	3894.43	1943.42	3205.99	714.511	356.682	16
+17	6852	4750	10.5336	4040.13	1936.81	3333.33	997.519	492.265	17
+18	6732	4767.53	9.60586	4125.37	1939.84	3386.51	1015.45	535.948	18
+19	6621	4712.88	10.326	4232.44	1955.29	3536.78	1035.64	546.141	19
+20	6517	4659.35	9.9509	4264.23	1936.78	3557.16	1026.39	579.868	20
+21	6420	4748.13	9.75375	4408.26	1943.3	3644.55	1028.04	600.312	21
+22	6329	4679.89	10.3133	4508.77	1945.02	3740.88	1061.78	621.267	22
+23	6243	4731.22	10.147	4585.46	1963.96	3816.75	1044.85	651.77	23
+24	6162	4731.58	9.85881	4672.51	1959.27	3872.28	1062.16	677.54	24
+25	6085	4720.62	9.95892	4763.68	1980.12	3962.53	1068.53	723.911	25
+26	6012	4690.62	9.68576	4805.56	1962.74	4053.56	1054.06	733.2	26
+27	5942	4733.42	10.0228	4926.96	1969.37	4150.29	1065.3	802.087	27
+28	5876	4696.05	10.1563	4988.43	1979.24	4236.9	1081.18	804.118	28
+29	5813	4767.42	9.63951	5143.3	2032.51	4359.88	1095.3	840.702	29
+31	5695	4574.36	10.0484	5190.17	1983.49	4419.14	1098.33	876.032	31
+32	5640	4598.76	10.051	5344.68	2007.45	4547.87	1100.89	901.418	32
+33	5587	4541.79	9.55139	5356.72	2053.52	4565.42	1108.29	939.681	33
+35	5486	4532.99	10.1818	5406.12	2048.67	4514.4	1132.15	991.797	35
+36	5439	4554.33	9.7853	5468.28	2027.21	4580.25	1165.47	1029.42	36
+38	5349	4553.94	10.1987	5571.13	2040.38	4580.67	1169.56	1101.89	38
+40	5265	4571.13	10.0665	5550.05	2049.76	4585.19	1164.67	1136.75	40
+41	5226	4626.87	9.89891	5524.68	2073.48	4557.79	1170.49	1181.78	41
+43	5150	4605.24	9.56424	5645.44	2046.8	4593.4	1179.81	1227.38	43
+45	5078	4615.79	9.96455	5622.29	2053.17	4614.81	1192.2	1270.97	45
+47	5011	4566.75	9.99079	5628.22	2020.16	4579.53	1206.55	1337.26	47
+49	4947	4613.5	9.28206	5658.99	2041.44	4531.23	1238.73	1383.87	49
+52	4857	4510.19	9.80742	5697.55	2040.77	4515.75	1259.01	1472.72	52
+54	4801	4566.55	9.79348	5812.12	2038.95	4551.97	1273.69	1522.39	54
+56	4748	4556.23	9.9478	5832.77	2061.71	4615.84	1282.86	1572.66	56
+59	4672	4589.26	9.57018	5844.61	2054.37	4540.24	1290.03	1669.73	59
+61	4624	4575.69	9.85592	5924.52	2043.25	4562.72	1315.53	1742	61
+64	4556	4599.43	9.58214	5815.19	2013.17	4523.05	1302.46	1820.24	64
+67	4493	4591.36	9.81626	6011.13	2057.2	4588.92	1342.76	1881.15	67
+70	4432	4581.68	9.76986	6185.02	2064.98	4629.96	1374.55	1991.88	70
+73	4376	4547.53	10.0486	6150.59	2049.82	4630.26	1374.09	2045.93	73
+76	4322	4590.7	9.90343	6345.44	2046.74	4727.9	1426.65	2148.77	76
+79	4271	4623.51	9.75967	6429.88	2066.49	4703.58	1472.96	2215.87	79
+83	4206	4570.61	9.7222	6352.12	2049.45	4645.27	1491.44	2339.51	83
+87	4146	4597.44	9.62567	6406.17	2043.66	4614.09	1535.7	2432.95	87
+91	4089	4564.44	9.93553	6506.48	2091.46	4736.85	1559.06	2581.56	91
+95	4035	4640.64	9.74891	6364.81	2093.43	4654.03	1563.57	2663.94	95
+99	3984	4622.49	9.71309	6644.33	2017.57	4785.14	1623.49	2765.81	99
+103	3936	4619.41	10.0467	6724.09	2025.41	4830.54	1677.85	2909.04	103
+108	3879	4599.9	9.83453	6758.96	2007.48	4782.16	1736.27	3022.69	108
+112	3836	4569.08	10.0318	6768.77	2026.33	4733.06	1782.33	3103.23	112
+117	3784	4608.88	9.79382	6905.13	2014.8	4730.18	1837.47	3285.68	117
+123	3727	4566.94	9.87302	6875.5	2031.66	4647.97	1860.48	3404.61	123
+128	3681	4636.24	10.0856	6972.02	2041.56	4698.18	1926.11	3543.33	128
+134	3630	4610.74	10.3696	7328.93	2220.39	5042.98	3286.23	4599.17	134
+140	3581	4820.44	10.0331	7629.43	2265.29	5071.21	3345.71	4860.65	140
+146	3535	4829.99	10.3815	7828.29	2306.08	5112.02	3365.49	5083.45	146
+152	3492	4796.39	10.0625	7762.89	2241.7	5016.9	3360.54	5254.3	152
+159	3444	4665.51	10.1425	7665.21	2196.28	4803.72	3335.37	5462.54	159
+166	3398	4697.17	10.2133	7820.19	2165.1	4871.98	3402.88	5746.32	166
+173	3355	4682.27	10.079	7909.39	2134.43	4743.37	3448.29	6011.62	173
+181	3309	4624.96	10.1832	8044.42	2114.54	4731.34	3556.97	6203.08	181
+189	3265	4621.75	10.2158	8119.14	2080.25	4709.34	3526.49	6454.52	189
+197	3224	4730.46	10.6624	8815.76	2182.69	5142.06	3544.67	6846.15	197
+206	3180	4711.01	10.4201	8874.84	2222.96	5110.69	3665.41	7123.58	206
+215	3138	4719.57	10.4496	9095.92	2212.56	5110.58	3681.96	7434.67	215
+225	3095	4679.81	10.6006	8899.84	2103.39	4802.58	3701.78	7814.54	225
+235	3053	4685.56	10.5484	9059.29	2092.37	4809.7	3736.32	8145.43	235
+245	3015	4668.99	10.6488	9214.26	2094.53	4726.37	3825.54	8487.89	245
+256	2974	4655.01	10.8794	9363.48	2082.72	4720.24	3901.82	8870.54	256
+267	2936	4732.63	10.8112	10052.1	2186.99	5064.71	3934.95	9274.86	267
+279	2896	4721.69	10.999	10337.7	2174.72	5072.51	4055.94	9784.88	279
+292	2856	4670.17	11.1289	10198.2	2121.85	4834.73	4123.25	10193.6	292
+304	2821	4704.01	11.1558	10356.3	2096.42	4744.06	4229.71	10694.1	304
+318	2782	4738.32	11.3804	10657.8	2126.89	4694.46	4333.21	11160	318
+332	2745	5001.09	11.9791	12013.1	2334.79	5456.47	4642.26	12220.8	332
+347	2708	4779.54	11.6987	11683.2	2259.6	5275.48	4511.08	12386.3	347
+362	2673	4740.74	11.6336	11413	2153.01	4815.56	4533.86	12689.1	362
+378	2638	4676.65	11.8225	11694.1	2150.49	4811.22	4631.16	13258.2	378
+395	2602	4722.91	12.0394	12429.3	2265.56	5221.75	4739.05	13973.5	395
+412	2569	4710	12.1199	12615.4	2233.94	5038.54	4833.79	14430.5	412
+431	2534	4718.23	12.5165	12772.7	2152.33	4932.91	5019.73	15270.7	431
+450	2500	4773.2	12.4187	13366	2194.4	5195.6	5036	15826.8	450
+470	2467	4833	12.7944	13730.4	2204.7	5172.68	5175.52	16618.6	470
+490	2435	4717.45	12.8374	13551.1	2137.99	4804.93	5347.84	17273.5	490
+512	2403	4724.51	13.2159	13803.2	2106.95	4749.48	5495.21	18097	512
+535	2370	5494.94	24.8417	18440.9	2473	5300.42	5647.26	18910.1	535
+558	2340	5599.15	29.7545	21352.6	2375.64	5400	6102.99	20961.5	558
+583	2309	5307.93	27.7265	21172.8	2307.93	5355.13	6033.35	20832	583
+609	2278	5278.31	26.6957	21313.4	2180.42	5252.85	6143.11	21659.4	609
+636	2248	5231.32	25.942	21955.1	2201.96	5137.46	6371.44	22445.3	636
+664	2218	5366.55	25.3946	23036.5	2307.03	5302.98	6652.84	23675.8	664
+693	2189	5266.79	24.5686	23360.4	2253.54	5257.2	6806.76	24624.9	693
+724	2160	5415.74	24.115	24464.4	2351.39	5431.02	7153.7	25806.9	724
+756	2131	5060.53	23.6053	25251.5	2272.17	5109.34	7413.42	27118.7	756
+790	2103	5392.3	23.0021	26056.1	2355.68	5333.81	7676.18	28097	790
+825	2075	5339.28	22.3533	26974.9	2352.77	5225.54	8054.46	29318.6	825
+861	2048	5376.95	21.8893	27884.8	2380.86	5366.21	8329.59	30759.3	861
+899	2021	5287.48	21.281	28717	2536.37	5344.88	8799.6	32015.3	899
+939	1994	5212.14	20.865	29635.4	3628.39	5149.95	9192.08	33385.7	939
+981	1967	5183.02	20.3335	30823.1	3802.24	5322.32	9644.13	34881.5	981
+1024	1941	5325.61	20.0137	32140.6	3333.33	4937.66	10106.6	36171.6	1024
+1069	1916	5120.56	19.3897	32842.9	3287.58	4850.73	19121.6	44731.7	1069
+1117	1890	5360.85	19.302	35122.2	3929.63	5360.32	19486.8	47127	1117
+1166	1865	5408.04	18.9507	36598.4	3965.68	5356.57	19699.7	49271.8	1166
+1218	1840	5355.98	18.6505	37379.3	3935.33	5162.5	19890.8	51296.7	1218
+1272	1816	5319.93	18.2826	38861.8	3442.73	4955.95	20201	53563.9	1272
+1328	1792	5310.27	18.045	40050.2	3533.48	4911.83	20621.7	56176.3	1328
+1387	1768	5343.89	17.7072	42018.1	3695.7	5151.58	20828.1	58393.1	1387
+1448	1745	5336.96	17.355	43374.8	3656.73	5101.43	20996	60829.2	1448
+1512	1722	5357.14	17.1677	45279.3	3583.04	5081.88	21368.8	63774.7	1512
+1579	1699	5419.07	17.0763	47261.3	3661.57	5025.31	21869.9	66995.9	1579
+1649	1676	5372.32	16.8248	49407.5	3848.45	5321.6	22100.2	69702.9	1649
+1722	1654	5314.99	16.5544	51175.9	3479.44	4994.56	22388.8	72665.1	1722
+1798	1632	5365.81	16.4146	53826	3974.26	5260.42	22849.3	76051.5	1798
+1878	1611	5431.41	16.343	56242.1	4342.64	5761.02	23266.3	79492.2	1878
+1961	1589	5378.23	16.081	58582.1	3721.84	5079.3	23849.6	83662.7	1961
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diff --git a/cpp/src/theta_union_timing_profile.cpp b/cpp/src/theta_union_timing_profile.cpp
index 6404545..140e19b 100644
--- a/cpp/src/theta_union_timing_profile.cpp
+++ b/cpp/src/theta_union_timing_profile.cpp
@@ -48,6 +48,7 @@ void theta_union_timing_profile::run() {
 
   std::unique_ptr<update_theta_sketch> update_sketches[num_sketches_to_union];
   std::unique_ptr<compact_theta_sketch> compact_sketches[num_sketches_to_union];
+  std::vector<compact_theta_sketch::vector_bytes> bytes(num_sketches_to_union);
 
   auto sketch_builder = update_theta_sketch::builder().set_lg_k(lg_k);
   auto union_builder = theta_union::builder().set_lg_k(lg_k);
@@ -70,7 +71,7 @@ void theta_union_timing_profile::run() {
       for (size_t i = 0; i < num_sketches_to_union; i++) {
         update_sketches[i] = std::unique_ptr<update_theta_sketch>(new update_theta_sketch(sketch_builder.build()));
       }
-      theta_union u(union_builder.build());
+      auto u = union_builder.build();
       const auto finish_build(std::chrono::high_resolution_clock::now());
       build_time_ns += std::chrono::duration_cast<std::chrono::nanoseconds>(finish_build - start_build);
 
@@ -93,17 +94,16 @@ void theta_union_timing_profile::run() {
       const auto finish_compacting(std::chrono::high_resolution_clock::now());
       compact_time_ns += std::chrono::duration_cast<std::chrono::nanoseconds>(finish_compacting - start_compacting);
 
-      std::stringstream s(std::ios::in | std::ios::out | std::ios::binary);
       const auto start_serialize(std::chrono::high_resolution_clock::now());
       for (size_t i = 0; i < num_sketches_to_union; i++) {
-        compact_sketches[i]->serialize(s);
+        bytes[i] = compact_sketches[i]->serialize();
       }
       const auto finish_serialize(std::chrono::high_resolution_clock::now());
       serialize_time_ns += std::chrono::duration_cast<std::chrono::nanoseconds>(finish_serialize - start_serialize);
 
       const auto start_deserialize(std::chrono::high_resolution_clock::now());
       for (size_t i = 0; i < num_sketches_to_union; i++) {
-        compact_sketches[i] = std::unique_ptr<compact_theta_sketch>(new compact_theta_sketch(compact_theta_sketch::deserialize(s)));
+        compact_sketches[i] = std::unique_ptr<compact_theta_sketch>(new compact_theta_sketch(compact_theta_sketch::deserialize(bytes[i].data(), bytes[i].size())));
       }
       const auto finish_deserialize(std::chrono::high_resolution_clock::now());
       deserialize_time_ns += std::chrono::duration_cast<std::chrono::nanoseconds>(finish_deserialize - start_deserialize);
@@ -111,12 +111,14 @@ void theta_union_timing_profile::run() {
       const auto start_union(std::chrono::high_resolution_clock::now());
       for (size_t i = 0; i < num_sketches_to_union; i++) {
         u.update(*compact_sketches[i]);
+//        u.update(compact_theta_sketch::deserialize(bytes[i].data(), bytes[i].size()));
+//        u.update(wrapped_compact_theta_sketch::wrap(bytes[i].data(), bytes[i].size()));
       }
       const auto finish_union(std::chrono::high_resolution_clock::now());
       union_time_ns += std::chrono::duration_cast<std::chrono::nanoseconds>(finish_union - start_union);
 
       const auto start_result(std::chrono::high_resolution_clock::now());
-      compact_theta_sketch result = u.get_result();
+      auto result = u.get_result();
       const auto finish_result(std::chrono::high_resolution_clock::now());
       result_time_ns += std::chrono::duration_cast<std::chrono::nanoseconds>(finish_result - start_result);
 

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